Overview

Dataset info

Number of variables108
Number of observations5000
Missing cells8 (< 0.1%)
Duplicate rows0 (0.0%)
Total size in memory4.4 MiB
Average record size in memory919.2 B

Variables types

NUM49
BOOL48
CAT11

Reproduction info

Date of analysis2020-04-18 18:49:01.248697
Versionpandas-profiling v2.4.0
Command linepandas_profiling --config_file config.yaml [YOUR_FILE.csv]
Download Configurationconfig.yaml

Warnings

card2spent has 179 (3.6%) zeros Zeros
cardmon has 1419 (28.4%) zeros Zeros
cardten has 1420 (28.4%) zeros Zeros
cars has 497 (9.9%) zeros Zeros
employ has 659 (13.2%) zeros Zeros
equipmon has 3296 (65.9%) zeros Zeros
equipten has 3296 (65.9%) zeros Zeros
hourstv has 85 (1.7%) zeros Zeros
internet has 2498 (50.0%) zeros Zeros
pets has 1529 (30.6%) zeros Zeros
pets_birds has 4698 (94.0%) zeros Zeros
pets_cats has 3413 (68.3%) zeros Zeros
pets_dogs has 3762 (75.2%) zeros Zeros
pets_freshfish has 3462 (69.2%) zeros Zeros
pets_reptiles has 4818 (96.4%) zeros Zeros
pets_saltfish has 4942 (98.8%) zeros Zeros
pets_small has 4749 (95.0%) zeros Zeros
tollmon has 2622 (52.4%) zeros Zeros
tollten has 2622 (52.4%) zeros Zeros
wiremon has 3656 (73.1%) zeros Zeros
wireten has 3656 (73.1%) zeros Zeros
equipmon is highly correlated with equipHigh Correlation
equip is highly correlated with equipmonHigh Correlation

Variables

active
Boolean

Distinct count2
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size39.2 KiB
0
2670
1
2330
ValueCountFrequency (%) 
0 2670 53.4%
 
1 2330 46.6%
 

addresscat
Real number (ℝ≥0)

Distinct count5
Unique (%)0.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean3.272
Minimum1
Maximum5
Zeros0
Zeros (%)0.0%
Memory size39.2 KiB
Mini histogram

Quantile statistics

Minimum1
5-th percentile1
Q12
median3
Q34
95-th percentile5
Maximum5
Range4
Interquartile range (IQR)2

Descriptive statistics

Standard deviation1.319986543
Coefficient of variation (CV)0.40341887
Kurtosis-1.076601118
Mean3.272
Median Absolute Deviation (MAD)1.1313952
Skewness-0.2232780974
Sum16360
Variance1.742364473
Histogram
Histogram with fixed size bins (bins=10)
Histogram
Histogram with variable size bins (bins=[1. 1.5 2.5 4.5 5. ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
3 1221 24.4%
 
5 1157 23.1%
 
4 1139 22.8%
 
2 873 17.5%
 
1 610 12.2%
 
ValueCountFrequency (%) 
1 610 12.2%
 
2 873 17.5%
 
3 1221 24.4%
 
4 1139 22.8%
 
5 1157 23.1%
 
ValueCountFrequency (%) 
5 1157 23.1%
 
4 1139 22.8%
 
3 1221 24.4%
 
2 873 17.5%
 
1 610 12.2%
 

agecat
Real number (ℝ≥0)

Distinct count5
Unique (%)0.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean4.2388
Minimum2
Maximum6
Zeros0
Zeros (%)0.0%
Memory size39.2 KiB
Mini histogram

Quantile statistics

Minimum2
5-th percentile2
Q13
median4
Q35
95-th percentile6
Maximum6
Range4
Interquartile range (IQR)2

Descriptive statistics

Standard deviation1.308784605
Coefficient of variation (CV)0.3087630002
Kurtosis-1.062540962
Mean4.2388
Median Absolute Deviation (MAD)1.11623824
Skewness-0.2082156666
Sum21194
Variance1.712917143
Histogram
Histogram with fixed size bins (bins=10)
Histogram
Histogram with variable size bins (bins=[2. 2.5 3.5 5.5 6. ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
4 1222 24.4%
 
5 1195 23.9%
 
6 1068 21.4%
 
3 893 17.9%
 
2 622 12.4%
 
ValueCountFrequency (%) 
2 622 12.4%
 
3 893 17.9%
 
4 1222 24.4%
 
5 1195 23.9%
 
6 1068 21.4%
 
ValueCountFrequency (%) 
6 1068 21.4%
 
5 1195 23.9%
 
4 1222 24.4%
 
3 893 17.9%
 
2 622 12.4%
 

bfast
Categorical

Distinct count3
Unique (%)0.1%
Missing0
Missing (%)0.0%
Memory size39.2 KiB
3
1875
1
1582
2
1543
ValueCountFrequency (%) 
3 1875 37.5%
 
1 1582 31.6%
 
2 1543 30.9%
 

Composition

Contains charsFalse
Contains digitsTrue
Contains whitespaceFalse
Contains non-wordsFalse

Length

Max length1
Mean length1
Min length1
Scatter

birthmonth
Categorical

Distinct count12
Unique (%)0.2%
Missing0
Missing (%)0.0%
Memory size39.2 KiB
September
 
458
May
 
451
June
 
420
January
 
420
February
 
418
Other values (7)
2833
ValueCountFrequency (%) 
September 458 9.2%
 
May 451 9.0%
 
June 420 8.4%
 
January 420 8.4%
 
February 418 8.4%
 
March 416 8.3%
 
July 413 8.3%
 
October 410 8.2%
 
August 406 8.1%
 
November 399 8.0%
 
Other values (2) 789 15.8%
 

Composition

Contains charsTrue
Contains digitsFalse
Contains whitespaceFalse
Contains non-wordsFalse

Length

Max length9
Mean length6.1616
Min length3
Scatter

callcard
Boolean

Distinct count2
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size39.2 KiB
1
3581
0
1419
ValueCountFrequency (%) 
1 3581 71.6%
 
0 1419 28.4%
 

callid
Boolean

Distinct count2
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size39.2 KiB
0
2624
1
2376
ValueCountFrequency (%) 
0 2624 52.5%
 
1 2376 47.5%
 

callwait
Boolean

Distinct count2
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size39.2 KiB
0
2605
1
2395
ValueCountFrequency (%) 
0 2605 52.1%
 
1 2395 47.9%
 

carbought
Categorical

Distinct count3
Unique (%)0.1%
Missing0
Missing (%)0.0%
Memory size39.2 KiB
0
2901
1
1602
-1
 
497
ValueCountFrequency (%) 
0 2901 58.0%
 
1 1602 32.0%
 
-1 497 9.9%
 

Composition

Contains charsFalse
Contains digitsTrue
Contains whitespaceFalse
Contains non-wordsTrue

Length

Max length2
Mean length1.0994
Min length1
Scatter

carbuy
Boolean

Distinct count2
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size39.2 KiB
0
3195
1
1805
ValueCountFrequency (%) 
0 3195 63.9%
 
1 1805 36.1%
 

carcatvalue
Categorical

Distinct count4
Unique (%)0.1%
Missing0
Missing (%)0.0%
Memory size39.2 KiB
1
2399
2
1267
3
837
-1
497
ValueCountFrequency (%) 
1 2399 48.0%
 
2 1267 25.3%
 
3 837 16.7%
 
-1 497 9.9%
 

Composition

Contains charsFalse
Contains digitsTrue
Contains whitespaceFalse
Contains non-wordsTrue

Length

Max length2
Mean length1.0994
Min length1
Scatter

card
Real number (ℝ≥0)

Distinct count5
Unique (%)0.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean2.7142
Minimum1
Maximum5
Zeros0
Zeros (%)0.0%
Memory size39.2 KiB
Mini histogram

Quantile statistics

Minimum1
5-th percentile1
Q12
median3
Q34
95-th percentile4
Maximum5
Range4
Interquartile range (IQR)2

Descriptive statistics

Standard deviation1.184904705
Coefficient of variation (CV)0.4365576247
Kurtosis-1.111220712
Mean2.7142
Median Absolute Deviation (MAD)1.03232344
Skewness0.01533298718
Sum13571
Variance1.40399916
Histogram
Histogram with fixed size bins (bins=10)
Histogram
Histogram with variable size bins (bins=[1. 1.5 3.5 4.5 5. ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
4 1344 26.9%
 
2 1247 24.9%
 
3 1200 24.0%
 
1 986 19.7%
 
5 223 4.5%
 
ValueCountFrequency (%) 
1 986 19.7%
 
2 1247 24.9%
 
3 1200 24.0%
 
4 1344 26.9%
 
5 223 4.5%
 
ValueCountFrequency (%) 
5 223 4.5%
 
4 1344 26.9%
 
3 1200 24.0%
 
2 1247 24.9%
 
1 986 19.7%
 

card2
Real number (ℝ≥0)

Distinct count5
Unique (%)0.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean2.7744
Minimum1
Maximum5
Zeros0
Zeros (%)0.0%
Memory size39.2 KiB
Mini histogram

Quantile statistics

Minimum1
5-th percentile1
Q12
median3
Q34
95-th percentile5
Maximum5
Range4
Interquartile range (IQR)2

Descriptive statistics

Standard deviation1.173447926
Coefficient of variation (CV)0.4229555675
Kurtosis-0.9179101004
Mean2.7744
Median Absolute Deviation (MAD)0.9913888
Skewness0.08473611575
Sum13872
Variance1.376980036
Histogram
Histogram with fixed size bins (bins=10)
Histogram
Histogram with variable size bins (bins=[1. 1.5 3.5 4.5 5. ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
3 1384 27.7%
 
2 1301 26.0%
 
4 1141 22.8%
 
1 829 16.6%
 
5 345 6.9%
 
ValueCountFrequency (%) 
1 829 16.6%
 
2 1301 26.0%
 
3 1384 27.7%
 
4 1141 22.8%
 
5 345 6.9%
 
ValueCountFrequency (%) 
5 345 6.9%
 
4 1141 22.8%
 
3 1384 27.7%
 
2 1301 26.0%
 
1 829 16.6%
 

card2benefit
Categorical

Distinct count4
Unique (%)0.1%
Missing0
Missing (%)0.0%
Memory size39.2 KiB
4
1294
3
1286
2
1216
1
1204
ValueCountFrequency (%) 
4 1294 25.9%
 
3 1286 25.7%
 
2 1216 24.3%
 
1 1204 24.1%
 

Composition

Contains charsFalse
Contains digitsTrue
Contains whitespaceFalse
Contains non-wordsFalse

Length

Max length1
Mean length1
Min length1
Scatter

card2fee
Boolean

Distinct count2
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size39.2 KiB
0
4064
1
936
ValueCountFrequency (%) 
0 4064 81.3%
 
1 936 18.7%
 

card2spent
Real number (ℝ≥0)

ZEROS
Distinct count4477
Unique (%)89.5%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean160.87611
Minimum0
Maximum2069.25
Zeros179
Zeros (%)3.6%
Memory size39.2 KiB
Mini histogram

Quantile statistics

Minimum0
5-th percentile14.8195
Q166.9675
median125.34
Q3208.31
95-th percentile419.447
Maximum2069.25
Range2069.25
Interquartile range (IQR)141.3425

Descriptive statistics

Standard deviation146.2927708
Coefficient of variation (CV)0.9093504981
Kurtosis15.73624878
Mean160.87611
Median Absolute Deviation (MAD)100.4445355
Skewness2.801163009
Sum804380.55
Variance21401.57478
Histogram
Histogram with fixed size bins (bins=10)
Histogram
Histogram with variable size bins (bins=[ 0. 3.05 6.32 11.83 50.2 ... 495.305 637.99 799.44 1296.065 2069.25 ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
0 179 3.6%
 
63.69 3 0.1%
 
92.92 3 0.1%
 
175.75 3 0.1%
 
97.87 3 0.1%
 
112.88 3 0.1%
 
128.54 3 0.1%
 
159.1 3 0.1%
 
38.41 3 0.1%
 
128.35 3 0.1%
 
Other values (4467) 4794 95.9%
 
ValueCountFrequency (%) 
0 179 3.6%
 
6.1 1 < 0.1%
 
6.54 1 < 0.1%
 
6.86 1 < 0.1%
 
7.14 1 < 0.1%
 
ValueCountFrequency (%) 
2069.25 1 < 0.1%
 
1611.35 1 < 0.1%
 
1309.37 1 < 0.1%
 
1282.76 1 < 0.1%
 
1277.68 1 < 0.1%
 

card2tenurecat
Real number (ℝ≥0)

Distinct count5
Unique (%)0.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean3.5714
Minimum1
Maximum5
Zeros0
Zeros (%)0.0%
Memory size39.2 KiB
Mini histogram

Quantile statistics

Minimum1
5-th percentile1
Q12
median4
Q35
95-th percentile5
Maximum5
Range4
Interquartile range (IQR)3

Descriptive statistics

Standard deviation1.363845319
Coefficient of variation (CV)0.3818797444
Kurtosis-1.247495334
Mean3.5714
Median Absolute Deviation (MAD)1.22917352
Skewness-0.3681815234
Sum17857
Variance1.860074055
Histogram
Histogram with fixed size bins (bins=10)
Histogram
Histogram with variable size bins (bins=[1. 1.5 3.5 4.5 5. ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
5 1923 38.5%
 
2 1019 20.4%
 
3 933 18.7%
 
4 760 15.2%
 
1 365 7.3%
 
ValueCountFrequency (%) 
1 365 7.3%
 
2 1019 20.4%
 
3 933 18.7%
 
4 760 15.2%
 
5 1923 38.5%
 
ValueCountFrequency (%) 
5 1923 38.5%
 
4 760 15.2%
 
3 933 18.7%
 
2 1019 20.4%
 
1 365 7.3%
 

card2type
Categorical

Distinct count4
Unique (%)0.1%
Missing0
Missing (%)0.0%
Memory size39.2 KiB
4
1319
3
1257
2
1235
1
1189
ValueCountFrequency (%) 
4 1319 26.4%
 
3 1257 25.1%
 
2 1235 24.7%
 
1 1189 23.8%
 

Composition

Contains charsFalse
Contains digitsTrue
Contains whitespaceFalse
Contains non-wordsFalse

Length

Max length1
Mean length1
Min length1
Scatter

cardbenefit
Categorical

Distinct count4
Unique (%)0.1%
Missing0
Missing (%)0.0%
Memory size39.2 KiB
3
1274
4
1250
1
1245
2
1231
ValueCountFrequency (%) 
3 1274 25.5%
 
4 1250 25.0%
 
1 1245 24.9%
 
2 1231 24.6%
 

Composition

Contains charsFalse
Contains digitsTrue
Contains whitespaceFalse
Contains non-wordsFalse

Length

Max length1
Mean length1
Min length1
Scatter

cardfee
Boolean

Distinct count2
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size39.2 KiB
0
4051
1
949
ValueCountFrequency (%) 
0 4051 81.0%
 
1 949 19.0%
 

cardmon
Real number (ℝ≥0)

ZEROS
Distinct count271
Unique (%)5.4%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean15.44385
Minimum0
Maximum188.5
Zeros1419
Zeros (%)28.4%
Memory size39.2 KiB
Mini histogram

Quantile statistics

Minimum0
5-th percentile0
Q10
median13.75
Q322.75
95-th percentile42
Maximum188.5
Range188.5
Interquartile range (IQR)22.75

Descriptive statistics

Standard deviation15.00756909
Coefficient of variation (CV)0.9717505087
Kurtosis7.167082585
Mean15.44385
Median Absolute Deviation (MAD)11.2445612
Skewness1.687652851
Sum77219.25
Variance225.2271301
Histogram
Histogram with fixed size bins (bins=10)
Histogram
Histogram with variable size bins (bins=[ 0. 1.625 3.875 5.125 7.125 ... 47.625 56.125 66. 103.25 188.5 ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
0 1419 28.4%
 
13.25 53 1.1%
 
11.5 52 1.0%
 
16.5 49 1.0%
 
16.25 49 1.0%
 
13.75 47 0.9%
 
18.25 45 0.9%
 
13.5 45 0.9%
 
14.25 44 0.9%
 
15 44 0.9%
 
Other values (261) 3153 63.1%
 
ValueCountFrequency (%) 
0 1419 28.4%
 
3.25 1 < 0.1%
 
3.75 1 < 0.1%
 
4 3 0.1%
 
4.25 9 0.2%
 
ValueCountFrequency (%) 
188.5 1 < 0.1%
 
138.25 1 < 0.1%
 
104.5 1 < 0.1%
 
102 1 < 0.1%
 
100.25 1 < 0.1%
 

cardspent
Real number (ℝ≥0)

Distinct count4760
Unique (%)95.2%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean337.20252
Minimum0
Maximum3926.41
Zeros7
Zeros (%)0.1%
Memory size39.2 KiB
Mini histogram

Quantile statistics

Minimum0
5-th percentile91.3045
Q1183.3775
median276.36
Q3418.5375
95-th percentile782.3155
Maximum3926.41
Range3926.41
Interquartile range (IQR)235.16

Descriptive statistics

Standard deviation245.1450683
Coefficient of variation (CV)0.7269965488
Kurtosis21.43959666
Mean337.20252
Median Absolute Deviation (MAD)167.7864159
Skewness3.051236651
Sum1686012.6
Variance60096.10451
Histogram
Histogram with fixed size bins (bins=10)
Histogram
Histogram with variable size bins (bins=[ 0. 50.285 108.415 306.005 378.11 ... 894.465 1134.495 1340.075 1939.025 3926.41 ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
0 7 0.1%
 
186.91 4 0.1%
 
245.84 3 0.1%
 
321.19 3 0.1%
 
231.14 3 0.1%
 
202.31 3 0.1%
 
237.16 3 0.1%
 
412.99 3 0.1%
 
122.54 3 0.1%
 
249 3 0.1%
 
Other values (4750) 4965 99.3%
 
ValueCountFrequency (%) 
0 7 0.1%
 
6.97 1 < 0.1%
 
7.34 1 < 0.1%
 
7.53 1 < 0.1%
 
8.11 1 < 0.1%
 
ValueCountFrequency (%) 
3926.41 1 < 0.1%
 
3104.63 1 < 0.1%
 
2969.39 1 < 0.1%
 
2503.25 1 < 0.1%
 
2461.03 1 < 0.1%
 

cardten
Real number (ℝ≥0)

ZEROS
Distinct count698
Unique (%)14.0%
Missing2
Missing (%)< 0.1%
Infinite0
Infinite (%)0.0%
Mean720.4783914
Minimum0
Maximum13705
Zeros1420
Zeros (%)28.4%
Memory size39.2 KiB
Mini histogram

Quantile statistics

Minimum0
5-th percentile0
Q10
median425
Q31080
95-th percentile2455.75
Maximum13705
Range13705
Interquartile range (IQR)1080

Descriptive statistics

Standard deviation922.2255266
Coefficient of variation (CV)1.280018301
Kurtosis15.16275134
Mean720.4783914
Median Absolute Deviation (MAD)667.3656836
Skewness2.645855077
Sum3600951
Variance850499.9219
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
0 1420 28.4%
 
590 21 0.4%
 
200 20 0.4%
 
380 20 0.4%
 
45 19 0.4%
 
195 19 0.4%
 
500 19 0.4%
 
330 18 0.4%
 
220 18 0.4%
 
435 18 0.4%
 
Other values (687) 3406 68.1%
 
ValueCountFrequency (%) 
0 1420 28.4%
 
4.75 1 < 0.1%
 
5 17 0.3%
 
5.25 1 < 0.1%
 
7.75 1 < 0.1%
 
ValueCountFrequency (%) 
13705 1 < 0.1%
 
9920 1 < 0.1%
 
7310 1 < 0.1%
 
7115 1 < 0.1%
 
6440 1 < 0.1%
 

cardtype
Categorical

Distinct count4
Unique (%)0.1%
Missing0
Missing (%)0.0%
Memory size39.2 KiB
4
1260
3
1257
1
1242
2
1241
ValueCountFrequency (%) 
4 1260 25.2%
 
3 1257 25.1%
 
1 1242 24.8%
 
2 1241 24.8%
 

Composition

Contains charsFalse
Contains digitsTrue
Contains whitespaceFalse
Contains non-wordsFalse

Length

Max length1
Mean length1
Min length1
Scatter

carown
Categorical

Distinct count3
Unique (%)0.1%
Missing0
Missing (%)0.0%
Memory size39.2 KiB
1
3704
0
799
-1
 
497
ValueCountFrequency (%) 
1 3704 74.1%
 
0 799 16.0%
 
-1 497 9.9%
 

Composition

Contains charsFalse
Contains digitsTrue
Contains whitespaceFalse
Contains non-wordsTrue

Length

Max length2
Mean length1.0994
Min length1
Scatter

cars
Real number (ℝ≥0)

ZEROS
Distinct count9
Unique (%)0.2%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean2.1306
Minimum0
Maximum8
Zeros497
Zeros (%)9.9%
Memory size39.2 KiB
Mini histogram

Quantile statistics

Minimum0
5-th percentile0
Q11
median2
Q33
95-th percentile4
Maximum8
Range8
Interquartile range (IQR)2

Descriptive statistics

Standard deviation1.307472958
Coefficient of variation (CV)0.6136642065
Kurtosis0.3283876837
Mean2.1306
Median Absolute Deviation (MAD)1.01356952
Skewness0.5017223598
Sum10653
Variance1.709485537
Histogram
Histogram with fixed size bins (bins=10)
Histogram
Histogram with variable size bins (bins=[0. 1.5 2.5 3.5 4.5 5.5 6.5 8. ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
2 1607 32.1%
 
1 1119 22.4%
 
3 1082 21.6%
 
0 497 9.9%
 
4 481 9.6%
 
5 149 3.0%
 
6 51 1.0%
 
7 13 0.3%
 
8 1 < 0.1%
 
ValueCountFrequency (%) 
0 497 9.9%
 
1 1119 22.4%
 
2 1607 32.1%
 
3 1082 21.6%
 
4 481 9.6%
 
ValueCountFrequency (%) 
8 1 < 0.1%
 
7 13 0.3%
 
6 51 1.0%
 
5 149 3.0%
 
4 481 9.6%
 

cartype
Categorical

Distinct count3
Unique (%)0.1%
Missing0
Missing (%)0.0%
Memory size39.2 KiB
0
2287
1
2216
-1
497
ValueCountFrequency (%) 
0 2287 45.7%
 
1 2216 44.3%
 
-1 497 9.9%
 

Composition

Contains charsFalse
Contains digitsTrue
Contains whitespaceFalse
Contains non-wordsTrue

Length

Max length2
Mean length1.0994
Min length1
Scatter

carvalue
Real number (ℝ)

Distinct count801
Unique (%)16.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean23.23258
Minimum-1
Maximum99.6
Zeros0
Zeros (%)0.0%
Memory size39.2 KiB
Mini histogram

Quantile statistics

Minimum-1
5-th percentile-1
Q19.2
median17
Q331.1
95-th percentile72
Maximum99.6
Range100.6
Interquartile range (IQR)21.9

Descriptive statistics

Standard deviation21.2316367
Coefficient of variation (CV)0.9138733925
Kurtosis1.951706615
Mean23.23258
Median Absolute Deviation (MAD)15.90401841
Skewness1.474026141
Sum116162.9
Variance450.782397
Histogram
Histogram with fixed size bins (bins=10)
Histogram
Histogram with variable size bins (bins=[-1. 0.6 2.25 3.35 4.15 ... 29.15 41.25 56.75 95.65 99.6 ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
-1 497 9.9%
 
9.8 25 0.5%
 
13.5 24 0.5%
 
6.3 24 0.5%
 
10.2 23 0.5%
 
13 23 0.5%
 
11.4 22 0.4%
 
9.1 22 0.4%
 
9.2 22 0.4%
 
9.9 22 0.4%
 
Other values (791) 4296 85.9%
 
ValueCountFrequency (%) 
-1 497 9.9%
 
2.2 1 < 0.1%
 
2.3 1 < 0.1%
 
2.4 1 < 0.1%
 
2.5 1 < 0.1%
 
ValueCountFrequency (%) 
99.6 1 < 0.1%
 
99.2 1 < 0.1%
 
98.8 1 < 0.1%
 
98.5 4 0.1%
 
98.2 1 < 0.1%
 

churn
Boolean

Distinct count2
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size39.2 KiB
0
3734
1
1266
ValueCountFrequency (%) 
0 3734 74.7%
 
1 1266 25.3%
 
Distinct count2
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size39.2 KiB
0
4383
1
 
617
ValueCountFrequency (%) 
0 4383 87.7%
 
1 617 12.3%
 

commutebus
Boolean

Distinct count2
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size39.2 KiB
0
2970
1
2030
ValueCountFrequency (%) 
0 2970 59.4%
 
1 2030 40.6%
 

commutecar
Boolean

Distinct count2
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size39.2 KiB
1
3395
0
1605
ValueCountFrequency (%) 
1 3395 67.9%
 
0 1605 32.1%
 
Distinct count2
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size39.2 KiB
0
3641
1
1359
ValueCountFrequency (%) 
0 3641 72.8%
 
1 1359 27.2%
 

commutecat
Real number (ℝ≥0)

Distinct count5
Unique (%)0.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean1.9734
Minimum1
Maximum5
Zeros0
Zeros (%)0.0%
Memory size39.2 KiB
Mini histogram

Quantile statistics

Minimum1
5-th percentile1
Q11
median1
Q33
95-th percentile4
Maximum5
Range4
Interquartile range (IQR)2

Descriptive statistics

Standard deviation1.258971581
Coefficient of variation (CV)0.6379708022
Kurtosis-0.7879110342
Mean1.9734
Median Absolute Deviation (MAD)1.1310908
Skewness0.8190792752
Sum9867
Variance1.585009442
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
1 2905 58.1%
 
3 981 19.6%
 
4 666 13.3%
 
2 295 5.9%
 
5 153 3.1%
 
ValueCountFrequency (%) 
1 2905 58.1%
 
2 295 5.9%
 
3 981 19.6%
 
4 666 13.3%
 
5 153 3.1%
 
ValueCountFrequency (%) 
5 153 3.1%
 
4 666 13.3%
 
3 981 19.6%
 
2 295 5.9%
 
1 2905 58.1%
 
Distinct count2
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size39.2 KiB
0
4487
1
 
513
ValueCountFrequency (%) 
0 4487 89.7%
 
1 513 10.3%
 
Distinct count2
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size39.2 KiB
0
4708
1
 
292
ValueCountFrequency (%) 
0 4708 94.2%
 
1 292 5.8%
 
Distinct count2
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size39.2 KiB
0
4523
1
 
477
ValueCountFrequency (%) 
0 4523 90.5%
 
1 477 9.5%
 
Distinct count2
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size39.2 KiB
0
3627
1
1373
ValueCountFrequency (%) 
0 3627 72.5%
 
1 1373 27.5%
 

commutetime
Real number (ℝ≥0)

Distinct count42
Unique (%)0.8%
Missing2
Missing (%)< 0.1%
Infinite0
Infinite (%)0.0%
Mean25.34553822
Minimum8
Maximum48
Zeros0
Zeros (%)0.0%
Memory size39.2 KiB
Mini histogram

Quantile statistics

Minimum8
5-th percentile16
Q121
median25
Q329
95-th percentile35
Maximum48
Range40
Interquartile range (IQR)8

Descriptive statistics

Standard deviation5.879148725
Coefficient of variation (CV)0.2319599085
Kurtosis0.1348687314
Mean25.34553822
Median Absolute Deviation (MAD)4.689455214
Skewness0.2902796332
Sum126677
Variance34.56438973
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
24 336 6.7%
 
23 335 6.7%
 
27 331 6.6%
 
25 330 6.6%
 
22 325 6.5%
 
26 311 6.2%
 
21 307 6.1%
 
28 293 5.9%
 
29 260 5.2%
 
30 226 4.5%
 
Other values (31) 1944 38.9%
 
ValueCountFrequency (%) 
8 1 < 0.1%
 
9 6 0.1%
 
10 4 0.1%
 
11 9 0.2%
 
12 22 0.4%
 
ValueCountFrequency (%) 
48 1 < 0.1%
 
47 1 < 0.1%
 
46 6 0.1%
 
45 4 0.1%
 
44 4 0.1%
 
Distinct count2
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size39.2 KiB
0
3081
1
1919
ValueCountFrequency (%) 
0 3081 61.6%
 
1 1919 38.4%
 

confer
Boolean

Distinct count2
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size39.2 KiB
0
2610
1
2390
ValueCountFrequency (%) 
0 2610 52.2%
 
1 2390 47.8%
 

creddebt
Real number (ℝ≥0)

Distinct count4950
Unique (%)99.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean1.857325646
Minimum0
Maximum109.072596
Zeros1
Zeros (%)< 0.1%
Memory size39.2 KiB
Mini histogram

Quantile statistics

Minimum0
5-th percentile0.101088
Q10.3855195
median0.926437
Q32.06382
95-th percentile6.3730104
Maximum109.072596
Range109.072596
Interquartile range (IQR)1.6783005

Descriptive statistics

Standard deviation3.41573197
Coefficient of variation (CV)1.839059283
Kurtosis248.5334273
Mean1.857325646
Median Absolute Deviation (MAD)1.669040643
Skewness11.12004134
Sum9286.628229
Variance11.66722489
Histogram
Histogram with fixed size bins (bins=10)
Histogram
Histogram with variable size bins (bins=[0.00000000e+00 2.96480000e-02 4.81550000e-01 8.24674500e-01 1.10591150e+00 ... 6.10431900e+00 9.96463000e+00 1.69811400e+01 3.49856660e+01 1.09072596e+02], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
0.272 2 < 0.1%
 
0.235872 2 < 0.1%
 
0.17172 2 < 0.1%
 
0.316008 2 < 0.1%
 
1.6744 2 < 0.1%
 
1.254 2 < 0.1%
 
0.658368 2 < 0.1%
 
0.129778 2 < 0.1%
 
0.49842 2 < 0.1%
 
0.66528 2 < 0.1%
 
Other values (4940) 4980 99.6%
 
ValueCountFrequency (%) 
0 1 < 0.1%
 
0.001364 1 < 0.1%
 
0.00341 1 < 0.1%
 
0.00494 1 < 0.1%
 
0.006344 1 < 0.1%
 
ValueCountFrequency (%) 
109.072596 1 < 0.1%
 
67.49085 1 < 0.1%
 
48.704524 1 < 0.1%
 
44.24556 1 < 0.1%
 
42.0985 1 < 0.1%
 

debtinc
Real number (ℝ≥0)

Distinct count325
Unique (%)6.5%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean9.95416
Minimum0
Maximum43.1
Zeros1
Zeros (%)< 0.1%
Memory size39.2 KiB
Mini histogram

Quantile statistics

Minimum0
5-th percentile1.9
Q15.1
median8.8
Q313.6
95-th percentile22.2
Maximum43.1
Range43.1
Interquartile range (IQR)8.5

Descriptive statistics

Standard deviation6.399783288
Coefficient of variation (CV)0.6429254993
Kurtosis1.37645844
Mean9.95416
Median Absolute Deviation (MAD)5.021084064
Skewness1.061933558
Sum49770.8
Variance40.95722614
Histogram
Histogram with fixed size bins (bins=10)
Histogram
Histogram with variable size bins (bins=[ 0. 0.45 1.05 1.95 4.05 ... 22.15 24.85 29.35 37.85 43.1 ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
7 48 1.0%
 
6.9 46 0.9%
 
4.1 46 0.9%
 
5.4 45 0.9%
 
4.4 42 0.8%
 
6.6 42 0.8%
 
7.3 41 0.8%
 
5.9 39 0.8%
 
11.3 39 0.8%
 
5.5 38 0.8%
 
Other values (315) 4574 91.5%
 
ValueCountFrequency (%) 
0 1 < 0.1%
 
0.1 6 0.1%
 
0.2 2 < 0.1%
 
0.3 5 0.1%
 
0.4 6 0.1%
 
ValueCountFrequency (%) 
43.1 1 < 0.1%
 
41.7 1 < 0.1%
 
41 1 < 0.1%
 
40.7 1 < 0.1%
 
38.2 1 < 0.1%
 

default
Boolean

Distinct count2
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size39.2 KiB
0
3829
1
1171
ValueCountFrequency (%) 
0 3829 76.6%
 
1 1171 23.4%
 

ebill
Boolean

Distinct count2
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size39.2 KiB
0
3257
1
1743
ValueCountFrequency (%) 
0 3257 65.1%
 
1 1743 34.9%
 

edcat
Real number (ℝ≥0)

Distinct count5
Unique (%)0.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean2.672
Minimum1
Maximum5
Zeros0
Zeros (%)0.0%
Memory size39.2 KiB
Mini histogram

Quantile statistics

Minimum1
5-th percentile1
Q12
median2
Q34
95-th percentile5
Maximum5
Range4
Interquartile range (IQR)2

Descriptive statistics

Standard deviation1.211738281
Coefficient of variation (CV)0.4534948657
Kurtosis-0.9972867043
Mean2.672
Median Absolute Deviation (MAD)1.0538944
Skewness0.2482455737
Sum13360
Variance1.468309662
Histogram
Histogram with fixed size bins (bins=10)
Histogram
Histogram with variable size bins (bins=[1. 1.5 2.5 4.5 5. ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
2 1567 31.3%
 
4 1111 22.2%
 
3 1022 20.4%
 
1 946 18.9%
 
5 354 7.1%
 
ValueCountFrequency (%) 
1 946 18.9%
 
2 1567 31.3%
 
3 1022 20.4%
 
4 1111 22.2%
 
5 354 7.1%
 
ValueCountFrequency (%) 
5 354 7.1%
 
4 1111 22.2%
 
3 1022 20.4%
 
2 1567 31.3%
 
1 946 18.9%
 

empcat
Real number (ℝ≥0)

Distinct count5
Unique (%)0.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean2.9326
Minimum1
Maximum5
Zeros0
Zeros (%)0.0%
Memory size39.2 KiB
Mini histogram

Quantile statistics

Minimum1
5-th percentile1
Q12
median3
Q34
95-th percentile5
Maximum5
Range4
Interquartile range (IQR)2

Descriptive statistics

Standard deviation1.453299575
Coefficient of variation (CV)0.4955669288
Kurtosis-1.335449666
Mean2.9326
Median Absolute Deviation (MAD)1.25033312
Skewness0.1513485346
Sum14663
Variance2.112079656
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
2 1180 23.6%
 
5 1135 22.7%
 
1 1048 21.0%
 
3 968 19.4%
 
4 669 13.4%
 
ValueCountFrequency (%) 
1 1048 21.0%
 
2 1180 23.6%
 
3 968 19.4%
 
4 669 13.4%
 
5 1135 22.7%
 
ValueCountFrequency (%) 
5 1135 22.7%
 
4 669 13.4%
 
3 968 19.4%
 
2 1180 23.6%
 
1 1048 21.0%
 

employ
Real number (ℝ≥0)

ZEROS
Distinct count52
Unique (%)1.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean9.7304
Minimum0
Maximum52
Zeros659
Zeros (%)13.2%
Memory size39.2 KiB
Mini histogram

Quantile statistics

Minimum0
5-th percentile0
Q12
median7
Q315
95-th percentile31
Maximum52
Range52
Interquartile range (IQR)13

Descriptive statistics

Standard deviation9.690928679
Coefficient of variation (CV)0.9959435048
Kurtosis1.052865428
Mean9.7304
Median Absolute Deviation (MAD)7.66462912
Skewness1.251917702
Sum48652
Variance93.91409866
Histogram
Histogram with fixed size bins (bins=10)
Histogram
Histogram with variable size bins (bins=[ 0. 0.5 1.5 4.5 6.5 ... 20.5 31.5 39.5 45.5 52. ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
0 659 13.2%
 
1 389 7.8%
 
2 318 6.4%
 
3 309 6.2%
 
4 293 5.9%
 
5 260 5.2%
 
6 250 5.0%
 
7 191 3.8%
 
8 187 3.7%
 
11 184 3.7%
 
Other values (42) 1960 39.2%
 
ValueCountFrequency (%) 
0 659 13.2%
 
1 389 7.8%
 
2 318 6.4%
 
3 309 6.2%
 
4 293 5.9%
 
ValueCountFrequency (%) 
52 1 < 0.1%
 
51 1 < 0.1%
 
49 1 < 0.1%
 
48 1 < 0.1%
 
47 1 < 0.1%
 

equip
Boolean

HIGH CORRELATION
Distinct count2
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size39.2 KiB
0
3296
1
1704
ValueCountFrequency (%) 
0 3296 65.9%
 
1 1704 34.1%
 

equipmon
Real number (ℝ≥0)

ZEROS
HIGH CORRELATION
Distinct count735
Unique (%)14.7%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean12.99131
Minimum0
Maximum106.3
Zeros3296
Zeros (%)65.9%
Memory size39.2 KiB
Mini histogram

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q330.8
95-th percentile49.0525
Maximum106.3
Range106.3
Interquartile range (IQR)30.8

Descriptive statistics

Standard deviation19.2129426
Coefficient of variation (CV)1.478907254
Kurtosis-0.1151255476
Mean12.99131
Median Absolute Deviation (MAD)17.1277431
Skewness1.081747534
Sum64956.55
Variance369.1371634
Histogram
Histogram with fixed size bins (bins=10)
Histogram
Histogram with variable size bins (bins=[ 0. 8.5 17.05 21.125 24.775 ... 48.525 55.575 65.15 75.65 106.3 ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
0 3296 65.9%
 
38.8 8 0.2%
 
36.5 8 0.2%
 
31.15 8 0.2%
 
32.3 8 0.2%
 
31.35 8 0.2%
 
42.05 7 0.1%
 
26.6 7 0.1%
 
29.25 7 0.1%
 
43.25 7 0.1%
 
Other values (725) 1636 32.7%
 
ValueCountFrequency (%) 
0 3296 65.9%
 
17 1 < 0.1%
 
17.1 1 < 0.1%
 
17.25 1 < 0.1%
 
17.35 1 < 0.1%
 
ValueCountFrequency (%) 
106.3 1 < 0.1%
 
94.1 1 < 0.1%
 
91.2 1 < 0.1%
 
89.35 1 < 0.1%
 
86.35 1 < 0.1%
 

equipten
Real number (ℝ≥0)

ZEROS
Distinct count1683
Unique (%)33.7%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean470.1764
Minimum0
Maximum6525.3
Zeros3296
Zeros (%)65.9%
Memory size39.2 KiB
Mini histogram

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q3510.1625
95-th percentile2600.99
Maximum6525.3
Range6525.3
Interquartile range (IQR)510.1625

Descriptive statistics

Standard deviation912.2206241
Coefficient of variation (CV)1.940166763
Kurtosis4.786260303
Mean470.1764
Median Absolute Deviation (MAD)664.550161
Skewness2.21494878
Sum2350882
Variance832146.4671
Histogram
Histogram with fixed size bins (bins=10)
Histogram
Histogram with variable size bins (bins=[0.000000e+00 6.025000e+00 1.945000e+01 4.312500e+01 2.266250e+02 ... 1.793300e+03 2.797800e+03 3.702625e+03 4.747450e+03 6.525300e+03], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
0 3296 65.9%
 
1259.35 2 < 0.1%
 
446.45 2 < 0.1%
 
1918.8 2 < 0.1%
 
824.3 2 < 0.1%
 
2778.3 2 < 0.1%
 
723.2 2 < 0.1%
 
163.4 2 < 0.1%
 
206.7 2 < 0.1%
 
224.7 2 < 0.1%
 
Other values (1673) 1686 33.7%
 
ValueCountFrequency (%) 
0 3296 65.9%
 
12.05 1 < 0.1%
 
14.65 1 < 0.1%
 
14.85 1 < 0.1%
 
16.1 1 < 0.1%
 
ValueCountFrequency (%) 
6525.3 1 < 0.1%
 
6158.95 1 < 0.1%
 
6014.7 1 < 0.1%
 
5996.85 1 < 0.1%
 
5174.45 1 < 0.1%
 

forward
Boolean

Distinct count2
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size39.2 KiB
0
2597
1
2403
ValueCountFrequency (%) 
0 2597 51.9%
 
1 2403 48.1%
 

gender
Boolean

Distinct count2
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size39.2 KiB
1
2518
0
2482
ValueCountFrequency (%) 
1 2518 50.4%
 
0 2482 49.6%
 

homeown
Boolean

Distinct count2
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size39.2 KiB
1
3148
0
1852
ValueCountFrequency (%) 
1 3148 63.0%
 
0 1852 37.0%
 

hometype
Categorical

Distinct count4
Unique (%)0.1%
Missing0
Missing (%)0.0%
Memory size39.2 KiB
1
2265
2
1548
3
896
4
 
291
ValueCountFrequency (%) 
1 2265 45.3%
 
2 1548 31.0%
 
3 896 17.9%
 
4 291 5.8%
 

Composition

Contains charsFalse
Contains digitsTrue
Contains whitespaceFalse
Contains non-wordsFalse

Length

Max length1
Mean length1
Min length1
Scatter

hourstv
Real number (ℝ≥0)

ZEROS
Distinct count32
Unique (%)0.6%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean19.645
Minimum0
Maximum36
Zeros85
Zeros (%)1.7%
Memory size39.2 KiB
Mini histogram

Quantile statistics

Minimum0
5-th percentile12
Q117
median20
Q323
95-th percentile28
Maximum36
Range36
Interquartile range (IQR)6

Descriptive statistics

Standard deviation5.165608551
Coefficient of variation (CV)0.2629477501
Kurtosis2.348421771
Mean19.645
Median Absolute Deviation (MAD)3.862194
Skewness-0.6447121586
Sum98225
Variance26.6835117
Histogram
Histogram with fixed size bins (bins=10)
Histogram
Histogram with variable size bins (bins=[ 0. 3. 7.5 9.5 11.5 ... 25.5 27.5 29.5 31.5 36. ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
20 451 9.0%
 
19 445 8.9%
 
21 440 8.8%
 
18 413 8.3%
 
22 371 7.4%
 
17 350 7.0%
 
16 309 6.2%
 
23 301 6.0%
 
15 263 5.3%
 
24 248 5.0%
 
Other values (22) 1409 28.2%
 
ValueCountFrequency (%) 
0 85 1.7%
 
6 1 < 0.1%
 
7 3 0.1%
 
8 9 0.2%
 
9 13 0.3%
 
ValueCountFrequency (%) 
36 3 0.1%
 
35 6 0.1%
 
34 9 0.2%
 
33 8 0.2%
 
32 10 0.2%
 

inccat
Real number (ℝ≥0)

Distinct count5
Unique (%)0.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean2.3922
Minimum1
Maximum5
Zeros0
Zeros (%)0.0%
Memory size39.2 KiB
Mini histogram

Quantile statistics

Minimum1
5-th percentile1
Q11
median2
Q33
95-th percentile5
Maximum5
Range4
Interquartile range (IQR)2

Descriptive statistics

Standard deviation1.221260601
Coefficient of variation (CV)0.5105177665
Kurtosis-0.5478133878
Mean2.3922
Median Absolute Deviation (MAD)1.02256376
Skewness0.6595016048
Sum11961
Variance1.491477455
Histogram
Histogram with fixed size bins (bins=10)
Histogram
Histogram with variable size bins (bins=[1. 1.5 2.5 3.5 5. ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
2 1797 35.9%
 
1 1330 26.6%
 
3 839 16.8%
 
4 650 13.0%
 
5 384 7.7%
 
ValueCountFrequency (%) 
1 1330 26.6%
 
2 1797 35.9%
 
3 839 16.8%
 
4 650 13.0%
 
5 384 7.7%
 
ValueCountFrequency (%) 
5 384 7.7%
 
4 650 13.0%
 
3 839 16.8%
 
2 1797 35.9%
 
1 1330 26.6%
 

income
Real number (ℝ≥0)

Distinct count266
Unique (%)5.3%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean54.7596
Minimum9
Maximum1073
Zeros0
Zeros (%)0.0%
Memory size39.2 KiB
Mini histogram

Quantile statistics

Minimum9
5-th percentile13
Q124
median38
Q367
95-th percentile147
Maximum1073
Range1064
Interquartile range (IQR)43

Descriptive statistics

Standard deviation55.37751115
Coefficient of variation (CV)1.01128407
Kurtosis57.07703653
Mean54.7596
Median Absolute Deviation (MAD)34.06261792
Skewness5.179216362
Sum273798
Variance3066.668742
Histogram
Histogram with fixed size bins (bins=10)
Histogram
Histogram with variable size bins (bins=[ 9. 9.5 14.5 35.5 46.5 ... 150.5 198. 302. 430.5 1073. ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
22 112 2.2%
 
29 109 2.2%
 
25 108 2.2%
 
20 102 2.0%
 
30 102 2.0%
 
18 100 2.0%
 
23 100 2.0%
 
24 99 2.0%
 
32 93 1.9%
 
16 91 1.8%
 
Other values (256) 3984 79.7%
 
ValueCountFrequency (%) 
9 83 1.7%
 
10 55 1.1%
 
11 57 1.1%
 
12 52 1.0%
 
13 56 1.1%
 
ValueCountFrequency (%) 
1073 1 < 0.1%
 
995 1 < 0.1%
 
780 1 < 0.1%
 
642 1 < 0.1%
 
575 1 < 0.1%
 

internet
Real number (ℝ≥0)

ZEROS
Distinct count5
Unique (%)0.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean1.1996
Minimum0
Maximum4
Zeros2498
Zeros (%)50.0%
Memory size39.2 KiB
Mini histogram

Quantile statistics

Minimum0
5-th percentile0
Q10
median1
Q32
95-th percentile4
Maximum4
Range4
Interquartile range (IQR)2

Descriptive statistics

Standard deviation1.449337765
Coefficient of variation (CV)1.208184199
Kurtosis-0.8385647798
Mean1.1996
Median Absolute Deviation (MAD)1.26043648
Skewness0.8084050647
Sum5998
Variance2.100579956
Histogram
Histogram with fixed size bins (bins=10)
Histogram
Histogram with variable size bins (bins=[0. 0.5 1.5 3.5 4. ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
0 2498 50.0%
 
1 774 15.5%
 
3 598 12.0%
 
4 585 11.7%
 
2 545 10.9%
 
ValueCountFrequency (%) 
0 2498 50.0%
 
1 774 15.5%
 
2 545 10.9%
 
3 598 12.0%
 
4 585 11.7%
 
ValueCountFrequency (%) 
4 585 11.7%
 
3 598 12.0%
 
2 545 10.9%
 
1 774 15.5%
 
0 2498 50.0%
 

jobcat
Real number (ℝ≥0)

Distinct count6
Unique (%)0.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean2.7528
Minimum1
Maximum6
Zeros0
Zeros (%)0.0%
Memory size39.2 KiB
Mini histogram

Quantile statistics

Minimum1
5-th percentile1
Q11
median2
Q34
95-th percentile6
Maximum6
Range5
Interquartile range (IQR)3

Descriptive statistics

Standard deviation1.737899945
Coefficient of variation (CV)0.631320817
Kurtosis-0.7587698514
Mean2.7528
Median Absolute Deviation (MAD)1.46699136
Skewness0.7980652472
Sum13764
Variance3.020296219
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
2 1640 32.8%
 
1 1388 27.8%
 
6 688 13.8%
 
3 620 12.4%
 
5 452 9.0%
 
4 212 4.2%
 
ValueCountFrequency (%) 
1 1388 27.8%
 
2 1640 32.8%
 
3 620 12.4%
 
4 212 4.2%
 
5 452 9.0%
 
ValueCountFrequency (%) 
6 688 13.8%
 
5 452 9.0%
 
4 212 4.2%
 
3 620 12.4%
 
2 1640 32.8%
 

jobsat
Real number (ℝ≥0)

Distinct count5
Unique (%)0.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean2.9642
Minimum1
Maximum5
Zeros0
Zeros (%)0.0%
Memory size39.2 KiB
Mini histogram

Quantile statistics

Minimum1
5-th percentile1
Q12
median3
Q34
95-th percentile5
Maximum5
Range4
Interquartile range (IQR)2

Descriptive statistics

Standard deviation1.37945603
Coefficient of variation (CV)0.4653721174
Kurtosis-1.236731377
Mean2.9642
Median Absolute Deviation (MAD)1.16367408
Skewness0.02675024957
Sum14821
Variance1.90289894
Histogram
Histogram with fixed size bins (bins=10)
Histogram
Histogram with variable size bins (bins=[1. 1.5 4.5 5. ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
3 1085 21.7%
 
2 1031 20.6%
 
4 1016 20.3%
 
1 975 19.5%
 
5 893 17.9%
 
ValueCountFrequency (%) 
1 975 19.5%
 
2 1031 20.6%
 
3 1085 21.7%
 
4 1016 20.3%
 
5 893 17.9%
 
ValueCountFrequency (%) 
5 893 17.9%
 
4 1016 20.3%
 
3 1085 21.7%
 
2 1031 20.6%
 
1 975 19.5%
 

lncreddebt
Real number (ℝ)

Distinct count4942
Unique (%)98.8%
Missing1
Missing (%)< 0.1%
Infinite0
Infinite (%)0.0%
Mean-0.1304535217
Minimum-6.59733372
Maximum4.692013679
Zeros0
Zeros (%)0.0%
Memory size39.2 KiB
Mini histogram

Quantile statistics

Minimum-6.59733372
5-th percentile-2.291603612
Q1-0.9526851128
median-0.07610596682
Q30.7246652046
95-th percentile1.852297333
Maximum4.692013679
Range11.2893474
Interquartile range (IQR)1.677350317

Descriptive statistics

Standard deviation1.273058389
Coefficient of variation (CV)-9.758712315
Kurtosis0.4926200073
Mean-0.1304535217
Median Absolute Deviation (MAD)0.9985671867
Skewness-0.2950873094
Sum-652.1371549
Variance1.620677661
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
0.2263384422 2 < 0.1%
 
-0.5028574541 2 < 0.1%
 
-0.981229333 2 < 0.1%
 
-1.761890036 2 < 0.1%
 
-0.12284583 2 < 0.1%
 
-0.9930637907 2 < 0.1%
 
-1.151987749 2 < 0.1%
 
0.0174469136 2 < 0.1%
 
-2.041929981 2 < 0.1%
 
-1.444465994 2 < 0.1%
 
Other values (4931) 4979 99.6%
 
ValueCountFrequency (%) 
-6.59733372 1 < 0.1%
 
-5.681042988 1 < 0.1%
 
-5.310389948 1 < 0.1%
 
-5.060245795 1 < 0.1%
 
-4.944145553 1 < 0.1%
 
ValueCountFrequency (%) 
4.692013679 1 < 0.1%
 
4.211992033 1 < 0.1%
 
3.885771921 1 < 0.1%
 
3.789755027 1 < 0.1%
 
3.740012111 1 < 0.1%
 

lnlongmon
Real number (ℝ)

Distinct count866
Unique (%)17.3%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean2.288779163
Minimum-0.1053605157
Maximum5.19212317
Zeros1
Zeros (%)< 0.1%
Memory size39.2 KiB
Mini histogram

Quantile statistics

Minimum-0.1053605157
5-th percentile1.064710737
Q11.740466175
median2.256541154
Q32.806386102
95-th percentile3.604341892
Maximum5.19212317
Range5.297483686
Interquartile range (IQR)1.065919927

Descriptive statistics

Standard deviation0.7751778977
Coefficient of variation (CV)0.3386861914
Kurtosis-0.08563006282
Mean2.288779163
Median Absolute Deviation (MAD)0.6218329296
Skewness0.1735480315
Sum11443.89582
Variance0.6009007731
Histogram
Histogram with fixed size bins (bins=10)
Histogram
Histogram with variable size bins (bins=[-0.10536052 0.54512202 0.79969379 1.05601487 1.28783051 ... 3.32952194 3.66803858 4.00049155 4.44117434 5.19212317], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
1.435084525 31 0.6%
 
1.609437912 29 0.6%
 
2.066862759 28 0.6%
 
1.731655545 25 0.5%
 
2.014903021 25 0.5%
 
1.558144618 24 0.5%
 
1.373715579 24 0.5%
 
1.638996715 24 0.5%
 
1.599387577 24 0.5%
 
1.515127233 23 0.5%
 
Other values (856) 4743 94.9%
 
ValueCountFrequency (%) 
-0.1053605157 2 < 0.1%
 
-0.05129329439 1 < 0.1%
 
0 1 < 0.1%
 
0.04879016417 1 < 0.1%
 
0.0953101798 2 < 0.1%
 
ValueCountFrequency (%) 
5.19212317 1 < 0.1%
 
4.943069975 1 < 0.1%
 
4.86753445 1 < 0.1%
 
4.741011409 1 < 0.1%
 
4.734003058 1 < 0.1%
 

lnothdebt
Real number (ℝ)

Distinct count4973
Unique (%)99.5%
Missing1
Missing (%)< 0.1%
Infinite0
Infinite (%)0.0%
Mean0.6969152599
Minimum-4.092107067
Maximum4.952010983
Zeros0
Zeros (%)0.0%
Memory size39.2 KiB
Mini histogram

Quantile statistics

Minimum-4.092107067
5-th percentile-1.24348344
Q1-0.01898650935
median0.7415372647
Q31.462053291
95-th percentile2.469586375
Maximum4.952010983
Range9.04411805
Interquartile range (IQR)1.4810398

Descriptive statistics

Standard deviation1.128578241
Coefficient of variation (CV)1.619390916
Kurtosis0.3024173635
Mean0.6969152599
Median Absolute Deviation (MAD)0.8908609447
Skewness-0.2320881386
Sum3483.879384
Variance1.273688846
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
0.1069081175 3 0.1%
 
0.320821834 2 < 0.1%
 
0.5865458955 2 < 0.1%
 
-1.706830258 2 < 0.1%
 
0.1972495774 2 < 0.1%
 
1.052275113 2 < 0.1%
 
-0.1026973982 2 < 0.1%
 
-0.8003093182 2 < 0.1%
 
0.6127394063 2 < 0.1%
 
-1.034601407 2 < 0.1%
 
Other values (4962) 4978 99.6%
 
ValueCountFrequency (%) 
-4.092107067 1 < 0.1%
 
-3.880718156 1 < 0.1%
 
-3.85328251 1 < 0.1%
 
-3.798426499 1 < 0.1%
 
-3.309074093 1 < 0.1%
 
ValueCountFrequency (%) 
4.952010983 1 < 0.1%
 
4.62799182 1 < 0.1%
 
4.203615921 1 < 0.1%
 
4.092846641 1 < 0.1%
 
4.083894146 1 < 0.1%
 

longmon
Real number (ℝ≥0)

Distinct count866
Unique (%)17.3%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean13.47145
Minimum0.9
Maximum179.85
Zeros0
Zeros (%)0.0%
Memory size39.2 KiB
Mini histogram

Quantile statistics

Minimum0.9
5-th percentile2.9
Q15.7
median9.55
Q316.55
95-th percentile36.7575
Maximum179.85
Range178.95
Interquartile range (IQR)10.85

Descriptive statistics

Standard deviation12.77338116
Coefficient of variation (CV)0.9481816107
Kurtosis18.50338971
Mean13.47145
Median Absolute Deviation (MAD)8.40494282
Skewness3.271922723
Sum67357.25
Variance163.1592663
Histogram
Histogram with fixed size bins (bins=10)
Histogram
Histogram with variable size bins (bins=[ 0.9 1.725 2.875 8.925 11.225 ... 39.175 54.625 78.925 114.15 179.85 ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
4.2 31 0.6%
 
5 29 0.6%
 
7.9 28 0.6%
 
5.65 25 0.5%
 
7.5 25 0.5%
 
5.15 24 0.5%
 
4.75 24 0.5%
 
3.95 24 0.5%
 
4.95 24 0.5%
 
4.3 23 0.5%
 
Other values (856) 4743 94.9%
 
ValueCountFrequency (%) 
0.9 2 < 0.1%
 
0.95 1 < 0.1%
 
1 1 < 0.1%
 
1.05 1 < 0.1%
 
1.1 2 < 0.1%
 
ValueCountFrequency (%) 
179.85 1 < 0.1%
 
140.2 1 < 0.1%
 
130 1 < 0.1%
 
114.55 1 < 0.1%
 
113.75 1 < 0.1%
 

multline
Boolean

Distinct count2
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size39.2 KiB
0
2558
1
2442
ValueCountFrequency (%) 
0 2558 51.2%
 
1 2442 48.8%
 

news
Boolean

Distinct count2
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size39.2 KiB
0
2637
1
2363
ValueCountFrequency (%) 
0 2637 52.7%
 
1 2363 47.3%
 

othdebt
Real number (ℝ≥0)

Distinct count4973
Unique (%)99.5%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean3.654460154
Minimum0
Maximum141.45915
Zeros1
Zeros (%)< 0.1%
Memory size39.2 KiB
Mini histogram

Quantile statistics

Minimum0
5-th percentile0.2876923
Q10.9803015
median2.09854
Q34.31478
95-th percentile11.8159808
Maximum141.45915
Range141.45915
Interquartile range (IQR)3.3344785

Descriptive statistics

Standard deviation5.395171563
Coefficient of variation (CV)1.476325185
Kurtosis125.1452338
Mean3.654460154
Median Absolute Deviation (MAD)2.972029644
Skewness7.589924316
Sum18272.30077
Variance29.10787619
Histogram
Histogram with fixed size bins (bins=10)
Histogram
Histogram with variable size bins (bins=[0.00000000e+00 7.60125000e-02 1.75221000e-01 1.38867750e+00 1.85111200e+00 ... 1.71072630e+01 2.45548980e+01 3.69997685e+01 6.34190460e+01 1.41459150e+02], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
1.112832 3 0.1%
 
4.6926 2 < 0.1%
 
4.45536 2 < 0.1%
 
1.218048 2 < 0.1%
 
1.131624 2 < 0.1%
 
0.18144 2 < 0.1%
 
0.531696 2 < 0.1%
 
2.86416 2 < 0.1%
 
0.355368 2 < 0.1%
 
2.280096 2 < 0.1%
 
Other values (4963) 4979 99.6%
 
ValueCountFrequency (%) 
0 1 < 0.1%
 
0.016704 1 < 0.1%
 
0.020636 1 < 0.1%
 
0.02121 1 < 0.1%
 
0.022406 1 < 0.1%
 
ValueCountFrequency (%) 
141.45915 1 < 0.1%
 
102.308404 1 < 0.1%
 
66.9279 1 < 0.1%
 
59.910192 1 < 0.1%
 
59.37624 1 < 0.1%
 

owncd
Boolean

Distinct count2
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size39.2 KiB
1
4664
0
 
336
ValueCountFrequency (%) 
1 4664 93.3%
 
0 336 6.7%
 

owndvd
Boolean

Distinct count2
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size39.2 KiB
1
4568
0
 
432
ValueCountFrequency (%) 
1 4568 91.4%
 
0 432 8.6%
 

ownfax
Boolean

Distinct count2
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size39.2 KiB
0
4106
1
894
ValueCountFrequency (%) 
0 4106 82.1%
 
1 894 17.9%
 

owngame
Boolean

Distinct count2
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size39.2 KiB
0
2626
1
2374
ValueCountFrequency (%) 
0 2626 52.5%
 
1 2374 47.5%
 

ownipod
Boolean

Distinct count2
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size39.2 KiB
0
2604
1
2396
ValueCountFrequency (%) 
0 2604 52.1%
 
1 2396 47.9%
 

ownpc
Boolean

Distinct count2
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size39.2 KiB
1
3164
0
1836
ValueCountFrequency (%) 
1 3164 63.3%
 
0 1836 36.7%
 

ownpda
Boolean

Distinct count2
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size39.2 KiB
0
3995
1
1005
ValueCountFrequency (%) 
0 3995 79.9%
 
1 1005 20.1%
 

owntv
Boolean

Distinct count2
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size39.2 KiB
1
4915
0
 
85
ValueCountFrequency (%) 
1 4915 98.3%
 
0 85 1.7%
 

ownvcr
Boolean

Distinct count2
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size39.2 KiB
1
4578
0
 
422
ValueCountFrequency (%) 
1 4578 91.6%
 
0 422 8.4%
 

pager
Boolean

Distinct count2
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size39.2 KiB
0
3782
1
1218
ValueCountFrequency (%) 
0 3782 75.6%
 
1 1218 24.4%
 

pets
Real number (ℝ≥0)

ZEROS
Distinct count20
Unique (%)0.4%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean3.0674
Minimum0
Maximum21
Zeros1529
Zeros (%)30.6%
Memory size39.2 KiB
Mini histogram

Quantile statistics

Minimum0
5-th percentile0
Q10
median2
Q35
95-th percentile10
Maximum21
Range21
Interquartile range (IQR)5

Descriptive statistics

Standard deviation3.414496888
Coefficient of variation (CV)1.113156709
Kurtosis0.895993109
Mean3.0674
Median Absolute Deviation (MAD)2.78138616
Skewness1.193780026
Sum15337
Variance11.658789
Histogram
Histogram with fixed size bins (bins=10)
Histogram
Histogram with variable size bins (bins=[ 0. 0.5 1.5 2.5 3.5 ... 10.5 12.5 13.5 17. 21. ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
0 1529 30.6%
 
1 780 15.6%
 
2 586 11.7%
 
3 376 7.5%
 
5 298 6.0%
 
4 284 5.7%
 
6 256 5.1%
 
7 246 4.9%
 
8 178 3.6%
 
9 170 3.4%
 
Other values (10) 297 5.9%
 
ValueCountFrequency (%) 
0 1529 30.6%
 
1 780 15.6%
 
2 586 11.7%
 
3 376 7.5%
 
4 284 5.7%
 
ValueCountFrequency (%) 
21 1 < 0.1%
 
19 3 0.1%
 
18 1 < 0.1%
 
16 9 0.2%
 
15 10 0.2%
 

pets_birds
Real number (ℝ≥0)

ZEROS
Distinct count6
Unique (%)0.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean0.1104
Minimum0
Maximum5
Zeros4698
Zeros (%)94.0%
Memory size39.2 KiB
Mini histogram

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile1
Maximum5
Range5
Interquartile range (IQR)0

Descriptive statistics

Standard deviation0.4942273689
Coefficient of variation (CV)4.476697182
Kurtosis29.8226173
Mean0.1104
Median Absolute Deviation (MAD)0.20746368
Skewness5.246435978
Sum552
Variance0.2442606921
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
0 4698 94.0%
 
1 144 2.9%
 
2 88 1.8%
 
3 49 1.0%
 
4 20 0.4%
 
5 1 < 0.1%
 
ValueCountFrequency (%) 
0 4698 94.0%
 
1 144 2.9%
 
2 88 1.8%
 
3 49 1.0%
 
4 20 0.4%
 
ValueCountFrequency (%) 
5 1 < 0.1%
 
4 20 0.4%
 
3 49 1.0%
 
2 88 1.8%
 
1 144 2.9%
 

pets_cats
Real number (ℝ≥0)

ZEROS
Distinct count7
Unique (%)0.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean0.5004
Minimum0
Maximum6
Zeros3413
Zeros (%)68.3%
Memory size39.2 KiB
Mini histogram

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q31
95-th percentile2
Maximum6
Range6
Interquartile range (IQR)1

Descriptive statistics

Standard deviation0.8607833813
Coefficient of variation (CV)1.72019061
Kurtosis3.505584293
Mean0.5004
Median Absolute Deviation (MAD)0.68314608
Skewness1.880430439
Sum2502
Variance0.7409480296
Histogram
Histogram with fixed size bins (bins=10)
Histogram
Histogram with variable size bins (bins=[0. 0.5 1.5 2.5 3.5 4.5 6. ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
0 3413 68.3%
 
1 923 18.5%
 
2 463 9.3%
 
3 160 3.2%
 
4 34 0.7%
 
5 5 0.1%
 
6 2 < 0.1%
 
ValueCountFrequency (%) 
0 3413 68.3%
 
1 923 18.5%
 
2 463 9.3%
 
3 160 3.2%
 
4 34 0.7%
 
ValueCountFrequency (%) 
6 2 < 0.1%
 
5 5 0.1%
 
4 34 0.7%
 
3 160 3.2%
 
2 463 9.3%
 

pets_dogs
Real number (ℝ≥0)

ZEROS
Distinct count7
Unique (%)0.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean0.3924
Minimum0
Maximum7
Zeros3762
Zeros (%)75.2%
Memory size39.2 KiB
Mini histogram

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile2
Maximum7
Range7
Interquartile range (IQR)0

Descriptive statistics

Standard deviation0.7960835319
Coefficient of variation (CV)2.028755178
Kurtosis5.87836191
Mean0.3924
Median Absolute Deviation (MAD)0.59048352
Skewness2.330117657
Sum1962
Variance0.6337489898
Histogram
Histogram with fixed size bins (bins=10)
Histogram
Histogram with variable size bins (bins=[0. 0.5 1.5 2.5 3.5 4.5 7. ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
0 3762 75.2%
 
1 720 14.4%
 
2 360 7.2%
 
3 117 2.3%
 
4 36 0.7%
 
5 4 0.1%
 
7 1 < 0.1%
 
ValueCountFrequency (%) 
0 3762 75.2%
 
1 720 14.4%
 
2 360 7.2%
 
3 117 2.3%
 
4 36 0.7%
 
ValueCountFrequency (%) 
7 1 < 0.1%
 
5 4 0.1%
 
4 36 0.7%
 
3 117 2.3%
 
2 360 7.2%
 

pets_freshfish
Real number (ℝ≥0)

ZEROS
Distinct count17
Unique (%)0.3%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean1.8474
Minimum0
Maximum16
Zeros3462
Zeros (%)69.2%
Memory size39.2 KiB
Mini histogram

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q34
95-th percentile8
Maximum16
Range16
Interquartile range (IQR)4

Descriptive statistics

Standard deviation3.074801477
Coefficient of variation (CV)1.664394001
Kurtosis1.034373422
Mean1.8474
Median Absolute Deviation (MAD)2.56404184
Skewness1.45517328
Sum9237
Variance9.454404121
Histogram
Histogram with fixed size bins (bins=10)
Histogram
Histogram with variable size bins (bins=[ 0. 0.5 1.5 2.5 3.5 7.5 9.5 11.5 12.5 16. ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
0 3462 69.2%
 
5 261 5.2%
 
6 251 5.0%
 
7 229 4.6%
 
4 222 4.4%
 
8 134 2.7%
 
3 130 2.6%
 
9 110 2.2%
 
2 63 1.3%
 
10 54 1.1%
 
Other values (7) 84 1.7%
 
ValueCountFrequency (%) 
0 3462 69.2%
 
1 17 0.3%
 
2 63 1.3%
 
3 130 2.6%
 
4 222 4.4%
 
ValueCountFrequency (%) 
16 1 < 0.1%
 
15 5 0.1%
 
14 4 0.1%
 
13 4 0.1%
 
12 18 0.4%
 

pets_reptiles
Real number (ℝ≥0)

ZEROS
Distinct count7
Unique (%)0.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean0.0556
Minimum0
Maximum6
Zeros4818
Zeros (%)96.4%
Memory size39.2 KiB
Mini histogram

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile0
Maximum6
Range6
Interquartile range (IQR)0

Descriptive statistics

Standard deviation0.325775791
Coefficient of variation (CV)5.859276816
Kurtosis72.82864835
Mean0.0556
Median Absolute Deviation (MAD)0.10715232
Skewness7.586118061
Sum278
Variance0.106129866
Histogram
Histogram with fixed size bins (bins=10)
Histogram
Histogram with variable size bins (bins=[0. 0.5 1.5 2.5 3.5 6. ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
0 4818 96.4%
 
1 114 2.3%
 
2 46 0.9%
 
3 19 0.4%
 
6 1 < 0.1%
 
5 1 < 0.1%
 
4 1 < 0.1%
 
ValueCountFrequency (%) 
0 4818 96.4%
 
1 114 2.3%
 
2 46 0.9%
 
3 19 0.4%
 
4 1 < 0.1%
 
ValueCountFrequency (%) 
6 1 < 0.1%
 
5 1 < 0.1%
 
4 1 < 0.1%
 
3 19 0.4%
 
2 46 0.9%
 

pets_saltfish
Real number (ℝ≥0)

ZEROS
Distinct count9
Unique (%)0.2%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean0.0466
Minimum0
Maximum8
Zeros4942
Zeros (%)98.8%
Memory size39.2 KiB
Mini histogram

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile0
Maximum8
Range8
Interquartile range (IQR)0

Descriptive statistics

Standard deviation0.4695450293
Coefficient of variation (CV)10.07607359
Kurtosis133.344304
Mean0.0466
Median Absolute Deviation (MAD)0.09211888
Skewness11.19356771
Sum233
Variance0.2204725345
Histogram
Histogram with fixed size bins (bins=10)
Histogram
Histogram with variable size bins (bins=[0. 0.5 6.5 8. ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
0 4942 98.8%
 
3 11 0.2%
 
6 11 0.2%
 
2 11 0.2%
 
4 10 0.2%
 
5 8 0.2%
 
7 3 0.1%
 
1 3 0.1%
 
8 1 < 0.1%
 
ValueCountFrequency (%) 
0 4942 98.8%
 
1 3 0.1%
 
2 11 0.2%
 
3 11 0.2%
 
4 10 0.2%
 
ValueCountFrequency (%) 
8 1 < 0.1%
 
7 3 0.1%
 
6 11 0.2%
 
5 8 0.2%
 
4 10 0.2%
 

pets_small
Real number (ℝ≥0)

ZEROS
Distinct count8
Unique (%)0.2%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean0.1146
Minimum0
Maximum7
Zeros4749
Zeros (%)95.0%
Memory size39.2 KiB
Mini histogram

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile1
Maximum7
Range7
Interquartile range (IQR)0

Descriptive statistics

Standard deviation0.5687983354
Coefficient of variation (CV)4.96333626
Kurtosis39.15415145
Mean0.1146
Median Absolute Deviation (MAD)0.21769416
Skewness5.908675747
Sum573
Variance0.3235315463
Histogram
Histogram with fixed size bins (bins=10)
Histogram
Histogram with variable size bins (bins=[0. 0.5 2.5 3.5 4.5 7. ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
0 4749 95.0%
 
2 83 1.7%
 
1 78 1.6%
 
3 50 1.0%
 
4 26 0.5%
 
5 10 0.2%
 
6 3 0.1%
 
7 1 < 0.1%
 
ValueCountFrequency (%) 
0 4749 95.0%
 
1 78 1.6%
 
2 83 1.7%
 
3 50 1.0%
 
4 26 0.5%
 
ValueCountFrequency (%) 
7 1 < 0.1%
 
6 3 0.1%
 
5 10 0.2%
 
4 26 0.5%
 
3 50 1.0%
 

polcontrib
Boolean

Distinct count2
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size39.2 KiB
0
3808
1
1192
ValueCountFrequency (%) 
0 3808 76.2%
 
1 1192 23.8%
 

polparty
Boolean

Distinct count2
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size39.2 KiB
0
3093
1
1907
ValueCountFrequency (%) 
0 3093 61.9%
 
1 1907 38.1%
 

polview
Real number (ℝ≥0)

Distinct count7
Unique (%)0.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean4.0886
Minimum1
Maximum7
Zeros0
Zeros (%)0.0%
Memory size39.2 KiB
Mini histogram

Quantile statistics

Minimum1
5-th percentile2
Q13
median4
Q35
95-th percentile6
Maximum7
Range6
Interquartile range (IQR)2

Descriptive statistics

Standard deviation1.387059778
Coefficient of variation (CV)0.3392505449
Kurtosis-0.5311967079
Mean4.0886
Median Absolute Deviation (MAD)1.07022832
Skewness-0.1983400055
Sum20443
Variance1.923934827
Histogram
Histogram with fixed size bins (bins=10)
Histogram
Histogram with variable size bins (bins=[1. 1.5 3.5 4.5 6.5 7. ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
4 1733 34.7%
 
5 893 17.9%
 
6 843 16.9%
 
3 659 13.2%
 
2 623 12.5%
 
1 163 3.3%
 
7 86 1.7%
 
ValueCountFrequency (%) 
1 163 3.3%
 
2 623 12.5%
 
3 659 13.2%
 
4 1733 34.7%
 
5 893 17.9%
 
ValueCountFrequency (%) 
7 86 1.7%
 
6 843 16.9%
 
5 893 17.9%
 
4 1733 34.7%
 
3 659 13.2%
 

reason
Real number (ℝ≥0)

Distinct count5
Unique (%)0.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean7.6368
Minimum1
Maximum9
Zeros0
Zeros (%)0.0%
Memory size39.2 KiB
Mini histogram

Quantile statistics

Minimum1
5-th percentile1
Q19
median9
Q39
95-th percentile9
Maximum9
Range8
Interquartile range (IQR)0

Descriptive statistics

Standard deviation2.8500018
Coefficient of variation (CV)0.3731931962
Kurtosis0.8480470924
Mean7.6368
Median Absolute Deviation (MAD)2.20947456
Skewness-1.658556525
Sum38184
Variance8.122510262
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
9 4052 81.0%
 
1 447 8.9%
 
2 339 6.8%
 
4 105 2.1%
 
3 57 1.1%
 
ValueCountFrequency (%) 
1 447 8.9%
 
2 339 6.8%
 
3 57 1.1%
 
4 105 2.1%
 
9 4052 81.0%
 
ValueCountFrequency (%) 
9 4052 81.0%
 
4 105 2.1%
 
3 57 1.1%
 
2 339 6.8%
 
1 447 8.9%
 

region
Real number (ℝ≥0)

Distinct count5
Unique (%)0.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean3.0014
Minimum1
Maximum5
Zeros0
Zeros (%)0.0%
Memory size39.2 KiB
Mini histogram

Quantile statistics

Minimum1
5-th percentile1
Q12
median3
Q34
95-th percentile5
Maximum5
Range4
Interquartile range (IQR)2

Descriptive statistics

Standard deviation1.421760289
Coefficient of variation (CV)0.4736990369
Kurtosis-1.308981878
Mean3.0014
Median Absolute Deviation (MAD)1.20688392
Skewness0.005052460523
Sum15007
Variance2.02140232
Histogram
Histogram with fixed size bins (bins=10)
Histogram
Histogram with variable size bins (bins=[1. 1.5 4.5 5. ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
5 1027 20.5%
 
1 1009 20.2%
 
3 1003 20.1%
 
2 995 19.9%
 
4 966 19.3%
 
ValueCountFrequency (%) 
1 1009 20.2%
 
2 995 19.9%
 
3 1003 20.1%
 
4 966 19.3%
 
5 1027 20.5%
 
ValueCountFrequency (%) 
5 1027 20.5%
 
4 966 19.3%
 
3 1003 20.1%
 
2 995 19.9%
 
1 1009 20.2%
 

reside
Real number (ℝ≥0)

Distinct count9
Unique (%)0.2%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean2.204
Minimum1
Maximum9
Zeros0
Zeros (%)0.0%
Memory size39.2 KiB
Mini histogram

Quantile statistics

Minimum1
5-th percentile1
Q11
median2
Q33
95-th percentile5
Maximum9
Range8
Interquartile range (IQR)2

Descriptive statistics

Standard deviation1.393977272
Coefficient of variation (CV)0.6324760762
Kurtosis1.007473573
Mean2.204
Median Absolute Deviation (MAD)1.0997632
Skewness1.228809422
Sum11020
Variance1.943172635
Histogram
Histogram with fixed size bins (bins=10)
Histogram
Histogram with variable size bins (bins=[1. 1.5 2.5 4.5 5.5 6.5 7.5 9. ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
1 2035 40.7%
 
2 1467 29.3%
 
3 552 11.0%
 
4 521 10.4%
 
5 288 5.8%
 
6 99 2.0%
 
7 29 0.6%
 
8 7 0.1%
 
9 2 < 0.1%
 
ValueCountFrequency (%) 
1 2035 40.7%
 
2 1467 29.3%
 
3 552 11.0%
 
4 521 10.4%
 
5 288 5.8%
 
ValueCountFrequency (%) 
9 2 < 0.1%
 
8 7 0.1%
 
7 29 0.6%
 
6 99 2.0%
 
5 288 5.8%
 
Distinct count2
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size39.2 KiB
0
4582
1
 
418
ValueCountFrequency (%) 
0 4582 91.6%
 
1 418 8.4%
 
Distinct count2
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size39.2 KiB
0
4351
1
 
649
ValueCountFrequency (%) 
0 4351 87.0%
 
1 649 13.0%
 
Distinct count2
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size39.2 KiB
0
4487
1
 
513
ValueCountFrequency (%) 
0 4487 89.7%
 
1 513 10.3%
 

retire
Boolean

Distinct count2
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size39.2 KiB
0
4262
1
 
738
ValueCountFrequency (%) 
0 4262 85.2%
 
1 738 14.8%
 

spousedcat
Real number (ℝ)

Distinct count6
Unique (%)0.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean0.6414
Minimum-1
Maximum5
Zeros0
Zeros (%)0.0%
Memory size39.2 KiB
Mini histogram

Quantile statistics

Minimum-1
5-th percentile-1
Q1-1
median-1
Q32
95-th percentile4
Maximum5
Range6
Interquartile range (IQR)3

Descriptive statistics

Standard deviation1.886774503
Coefficient of variation (CV)2.9416503
Kurtosis-1.021888872
Mean0.6414
Median Absolute Deviation (MAD)1.70639944
Skewness0.6193166968
Sum3207
Variance3.559918024
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
-1 2599 52.0%
 
2 789 15.8%
 
1 606 12.1%
 
3 507 10.1%
 
4 394 7.9%
 
5 105 2.1%
 
ValueCountFrequency (%) 
-1 2599 52.0%
 
1 606 12.1%
 
2 789 15.8%
 
3 507 10.1%
 
4 394 7.9%
 
ValueCountFrequency (%) 
5 105 2.1%
 
4 394 7.9%
 
3 507 10.1%
 
2 789 15.8%
 
1 606 12.1%
 
Distinct count2
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size39.2 KiB
0
4060
1
940
ValueCountFrequency (%) 
0 4060 81.2%
 
1 940 18.8%
 

tollfree
Boolean

Distinct count2
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size39.2 KiB
0
2622
1
2378
ValueCountFrequency (%) 
0 2622 52.4%
 
1 2378 47.6%
 

tollmon
Real number (ℝ≥0)

ZEROS
Distinct count235
Unique (%)4.7%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean13.26445
Minimum0
Maximum173
Zeros2622
Zeros (%)52.4%
Memory size39.2 KiB
Mini histogram

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q324.5
95-th percentile43.5
Maximum173
Range173
Interquartile range (IQR)24.5

Descriptive statistics

Standard deviation16.31001784
Coefficient of variation (CV)1.229603779
Kurtosis2.31946961
Mean13.26445
Median Absolute Deviation (MAD)13.9919239
Skewness1.181604957
Sum66322.25
Variance266.016682
Histogram
Histogram with fixed size bins (bins=10)
Histogram
Histogram with variable size bins (bins=[ 0. 4. 8.25 9.875 11.875 ... 46.875 58.125 67.125 85.5 173. ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
0 2622 52.4%
 
22.75 33 0.7%
 
18 33 0.7%
 
24 32 0.6%
 
23 31 0.6%
 
22 30 0.6%
 
23.75 30 0.6%
 
20 29 0.6%
 
19 29 0.6%
 
19.5 29 0.6%
 
Other values (225) 2102 42.0%
 
ValueCountFrequency (%) 
0 2622 52.4%
 
8 1 < 0.1%
 
8.5 2 < 0.1%
 
8.75 2 < 0.1%
 
9 1 < 0.1%
 
ValueCountFrequency (%) 
173 1 < 0.1%
 
101.75 1 < 0.1%
 
99.25 1 < 0.1%
 
94.75 1 < 0.1%
 
86 1 < 0.1%
 

tollten
Real number (ℝ≥0)

ZEROS
Distinct count2323
Unique (%)46.5%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean577.83251
Minimum0
Maximum6923.45
Zeros2622
Zeros (%)52.4%
Memory size39.2 KiB
Mini histogram

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q3885.45
95-th percentile2620.2125
Maximum6923.45
Range6923.45
Interquartile range (IQR)885.45

Descriptive statistics

Standard deviation949.1515863
Coefficient of variation (CV)1.642606759
Kurtosis4.879251859
Mean577.83251
Median Absolute Deviation (MAD)712.0215488
Skewness2.089870155
Sum2889162.55
Variance900888.7338
Histogram
Histogram with fixed size bins (bins=10)
Histogram
Histogram with variable size bins (bins=[0.000000e+00 4.375000e+00 9.375000e+00 1.812500e+01 3.787500e+02 ... 2.655075e+03 3.450125e+03 4.274575e+03 5.604325e+03 6.923450e+03], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
0 2622 52.4%
 
16.75 3 0.1%
 
1480.5 3 0.1%
 
10 3 0.1%
 
68.65 2 < 0.1%
 
423.2 2 < 0.1%
 
478.95 2 < 0.1%
 
17.75 2 < 0.1%
 
1325.8 2 < 0.1%
 
481.5 2 < 0.1%
 
Other values (2313) 2357 47.1%
 
ValueCountFrequency (%) 
0 2622 52.4%
 
8.75 1 < 0.1%
 
10 3 0.1%
 
10.5 1 < 0.1%
 
10.75 1 < 0.1%
 
ValueCountFrequency (%) 
6923.45 1 < 0.1%
 
6843 1 < 0.1%
 
6763.8 1 < 0.1%
 
6196.5 1 < 0.1%
 
5646.45 1 < 0.1%
 

townsize
Real number (ℝ≥0)

Distinct count6
Unique (%)0.1%
Missing2
Missing (%)< 0.1%
Infinite0
Infinite (%)0.0%
Mean2.68727491
Minimum1
Maximum5
Zeros0
Zeros (%)0.0%
Memory size39.2 KiB
Mini histogram

Quantile statistics

Minimum1
5-th percentile1
Q11
median3
Q34
95-th percentile5
Maximum5
Range4
Interquartile range (IQR)3

Descriptive statistics

Standard deviation1.425924996
Coefficient of variation (CV)0.5306211846
Kurtosis-1.262774145
Mean2.68727491
Median Absolute Deviation (MAD)1.257779462
Skewness0.2766152794
Sum13431
Variance2.033262094
Histogram
Histogram with fixed size bins (bins=10)
ValueCountFrequency (%) 
1 1436 28.7%
 
2 1048 21.0%
 
3 907 18.1%
 
4 857 17.1%
 
5 750 15.0%
 
(Missing) 2 < 0.1%
 
ValueCountFrequency (%) 
1 1436 28.7%
 
2 1048 21.0%
 
3 907 18.1%
 
4 857 17.1%
 
5 750 15.0%
 
ValueCountFrequency (%) 
5 750 15.0%
 
4 857 17.1%
 
3 907 18.1%
 
2 1048 21.0%
 
1 1436 28.7%
 

union
Boolean

Distinct count2
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size39.2 KiB
0
4244
1
 
756
ValueCountFrequency (%) 
0 4244 84.9%
 
1 756 15.1%
 

voice
Boolean

Distinct count2
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size39.2 KiB
0
3485
1
1515
ValueCountFrequency (%) 
0 3485 69.7%
 
1 1515 30.3%
 

vote
Boolean

Distinct count2
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size39.2 KiB
1
2590
0
2410
ValueCountFrequency (%) 
1 2590 51.8%
 
0 2410 48.2%
 

wireless
Boolean

Distinct count2
Unique (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size39.2 KiB
0
3656
1
1344
ValueCountFrequency (%) 
0 3656 73.1%
 
1 1344 26.9%
 

wiremon
Real number (ℝ≥0)

ZEROS
Distinct count746
Unique (%)14.9%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean10.70119
Minimum0
Maximum186.25
Zeros3656
Zeros (%)73.1%
Memory size39.2 KiB
Mini histogram

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q320.9625
95-th percentile51.305
Maximum186.25
Range186.25
Interquartile range (IQR)20.9625

Descriptive statistics

Standard deviation19.79983653
Coefficient of variation (CV)1.850246238
Kurtosis4.783786913
Mean10.70119
Median Absolute Deviation (MAD)15.64942026
Skewness1.998012984
Sum53505.95
Variance392.0335268
Histogram
Histogram with fixed size bins (bins=10)
Histogram
Histogram with variable size bins (bins=[ 0. 6.35 14.275 16.725 22.475 41.075 54.15 65.3 100.65 186.25 ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
0 3656 73.1%
 
34.3 9 0.2%
 
22.95 7 0.1%
 
27.95 7 0.1%
 
32.2 7 0.1%
 
39.3 6 0.1%
 
22.5 6 0.1%
 
31.15 5 0.1%
 
43.2 5 0.1%
 
27.75 5 0.1%
 
Other values (736) 1287 25.7%
 
ValueCountFrequency (%) 
0 3656 73.1%
 
12.7 1 < 0.1%
 
14 1 < 0.1%
 
14.55 1 < 0.1%
 
14.7 2 < 0.1%
 
ValueCountFrequency (%) 
186.25 1 < 0.1%
 
165.15 1 < 0.1%
 
134.45 1 < 0.1%
 
130.75 1 < 0.1%
 
119.1 1 < 0.1%
 

wireten
Real number (ℝ≥0)

ZEROS
Distinct count1328
Unique (%)26.6%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean421.98461
Minimum0
Maximum12858.65
Zeros3656
Zeros (%)73.1%
Memory size39.2 KiB
Mini histogram

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q389.9625
95-th percentile2687.9225
Maximum12858.65
Range12858.65
Interquartile range (IQR)89.9625

Descriptive statistics

Standard deviation1001.003287
Coefficient of variation (CV)2.372132213
Kurtosis15.46436407
Mean421.98461
Median Absolute Deviation (MAD)646.8184915
Skewness3.30420317
Sum2109923.05
Variance1002007.58
Histogram
Histogram with fixed size bins (bins=10)
Histogram
Histogram with variable size bins (bins=[0.000000e+00 6.350000e+00 1.544000e+02 7.868000e+02 2.476950e+03 3.141400e+03 3.875850e+03 5.612075e+03 7.093050e+03 1.285865e+04], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
0 3656 73.1%
 
2182.05 2 < 0.1%
 
2386.25 2 < 0.1%
 
2323.8 2 < 0.1%
 
1062.75 2 < 0.1%
 
2049.85 2 < 0.1%
 
1199.2 2 < 0.1%
 
183.1 2 < 0.1%
 
20.9 2 < 0.1%
 
1073.95 2 < 0.1%
 
Other values (1318) 1326 26.5%
 
ValueCountFrequency (%) 
0 3656 73.1%
 
12.7 1 < 0.1%
 
14.55 1 < 0.1%
 
14.6 1 < 0.1%
 
14.9 2 < 0.1%
 
ValueCountFrequency (%) 
12858.65 1 < 0.1%
 
9851.15 1 < 0.1%
 
9039.8 1 < 0.1%
 
8675.05 1 < 0.1%
 
7217.1 1 < 0.1%
 

Correlations

Missing values

Sample

First rows

activeaddresscatagecatbfastbirthmonthcallcardcallidcallwaitcarboughtcarbuycarcatvaluecardcard2card2benefitcard2feecard2spentcard2tenurecatcard2typecardbenefitcardfeecardmoncardspentcardtencardtypecarowncarscartypecarvaluechurncommutebikecommutebuscommutecarcommutecarpoolcommutecatcommutemotorcyclecommutenonmotorcommutepubliccommuterailcommutetimecommutewalkconfercreddebtdebtincdefaultebilledcatempcatemployequipequipmonequiptenforwardgenderhomeownhometypehourstvinccatincomeinternetjobcatjobsatlncreddebtlnlongmonlnothdebtlongmonmultlinenewsothdebtowncdowndvdownfaxowngameownipodownpcownpdaowntvownvcrpagerpetspets_birdspets_catspets_dogspets_freshfishpets_reptilespets_saltfishpets_smallpolcontribpolpartypolviewreasonregionresideresponse_01response_02response_03retirespousedcattelecommutetollfreetollmontolltentownsizeunionvoicevotewirelesswiremonwireten
00123September101001351067.80231014.2581.6660.0112014.3100014100022.0111.20090911.110310129.50126.101102132310110.1830791.8718020.8065166.50102.2400910101100111000000000169130100-10129.00161.052.011100.000.00
11121May110001243034.94211016.0042.60610.041216.8011101010029.0001.22202018.611410154.851975.001013181154210.2005052.1860510.4497888.90111.5679801111111111600060000149520000-1100.000.005.0010145.651683.55
20563June1000112430175.75514023.00184.221410.0113118.8001113000124.0000.9286209.900251600.000.00011121235024-0.0740563.3463890.93073828.40112.53638011000001103021000001523300002000.000.004.000000.000.00
31221May100011234018.42224021.00340.99685.011318.7000101000038.0000.0228005.71131000.000.00001326120222-3.7809951.7917590.1108266.00111.11720011011101100000000000394510004000.000.003.000000.000.00
41233July1110114120252.73331017.25255.10360.0201110.6000003001032.0110.2146591.70031100.000.00100227123321-1.5387051.115142-1.7353363.05000.176341110101011000000000004924010020116.50387.702.0010119.05410.80
50553August111-10-123210.00331128.25228.27765.04-10-1-1.0000004000123.0111.0605845.6004522135.50970.9510112141070320.0588202.0918641.5956268.10004.93141611000011111101170020049410100-10126.75726.604.000000.000.00
60452July0001025240130.1423110.00822.320.0312025.6011103000032.0100.5018091.900231000.000.00110319477112-0.6895361.335001-0.0395823.80000.9611911100110110200200000049210000-1000.000.005.000000.000.00
70443October1110131340712.10514014.50592.70630.0111055.5000003000131.0015.95036814.400341100.000.001113134970151.7834532.6980002.08164314.85118.0176321100000110100028000006232000030124.001110.404.000100.000.00
81463October1000013230141.24542015.50326.59830.041118.6001103100125.0000.1023362.600241500.000.00011125116012-2.2794943.046901-1.15943321.05100.3136641100000110101000001139211001-1000.000.003.000100.000.00
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Last rows

activeaddresscatagecatbfastbirthmonthcallcardcallidcallwaitcarboughtcarbuycarcatvaluecardcard2card2benefitcard2feecard2spentcard2tenurecatcard2typecardbenefitcardfeecardmoncardspentcardtencardtypecarowncarscartypecarvaluechurncommutebikecommutebuscommutecarcommutecarpoolcommutecatcommutemotorcyclecommutenonmotorcommutepubliccommuterailcommutetimecommutewalkconfercreddebtdebtincdefaultebilledcatempcatemployequipequipmonequiptenforwardgenderhomeownhometypehourstvinccatincomeinternetjobcatjobsatlncreddebtlnlongmonlnothdebtlongmonmultlinenewsothdebtowncdowndvdownfaxowngameownipodownpcownpdaowntvownvcrpagerpetspets_birdspets_catspets_dogspets_freshfishpets_reptilespets_saltfishpets_smallpolcontribpolpartypolviewreasonregionresideresponse_01response_02response_03retirespousedcattelecommutetollfreetollmontolltentownsizeunionvoicevotewirelesswiremonwireten
49900233September1111031210146.52141017.25440.75195.0315147.1000101000131.0112.0858049.311510139.15374.801113224891510.7351541.5368671.8231284.65106.1911961111111111700250000049310000-10124.00273.953.0110135.7355.75
49910453November010012342026.1434100.00285.670.0111032.0101014000019.0103.61035014.201439141.201402.201111254753211.2838051.8640801.9515586.45107.03965011111101111001000000592200004000.000.002.0011134.41140.55
49920353December111-10-11440244.88531025.00888.831280.02-10-1-1.0001003001137.0010.1149050.500331000.000.00111315249023-2.1636501.974081-2.0394907.20000.1300951111010111000000000059410010-10137.752058.954.001000.00.00
49931453April0111024110114.5143200.00227.250.0413031.9000101000125.0110.2205002.10042200.000.00001119360024-1.5118582.6532420.03874014.20001.039500111101011020200000003932010040124.501182.703.000100.00.00
49941241April01000232417.1423400.00430.800.0311131.9000111000024.0003.25202711.31031100.000.001101233530221.1792780.6151861.0068531.85002.7369731101000110100100001044320000-1100.000.001.000100.00.00
49950462January1000031340553.56533021.75872.111565.0311064.5000003000121.0007.9340808.000152400.000.0000111951960112.0711673.5292972.04716634.10017.7459201100000110404000001049210000-1000.000.002.000100.00.00
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49970563August1111031240643.67541015.25884.081070.0313053.6001111000032.0113.55752010.800452400.000.0010131641080131.2690643.3809952.09266429.40118.1064801100001110000000000049410000-10144.003322.505.000000.00.00
49980443December1001133410371.6043109.50381.35345.0112196.0000101000112.0005.02135210.811423129.551032.8500112451893241.6136992.0731722.7337607.951115.39064811011101100000000011291400003000.000.001.000000.00.00
49991343May1000133430138.14313011.50269.72260.0312049.3101103000132.0102.2676506.200152000.000.000111194770540.8187442.0856720.9188288.05002.50635011000001109000500411293200002000.000.005.000100.00.00